MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41901
vinkius-labs
Enables AI agents to accurately parse, format, and convert time durations and m…
— ○ ⏳ — — — — — —
41902
Cookie-Munch
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to …
— ○ ⏳ — — — — — —
41903
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
— ○ ⏳ — — — — 81 —
41904
Humotica
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
— ○ ⏳ — — — — — —
41905
xcircl
xcircl Claim
Enables querying US regulated-care providers (GLP-1 clinics) with tools for sea…
— ○ ⏳ — — — — — —
41906
TheWhykiki
hass-mcp Claim
MCP server for controlling and querying Home Assistant via its REST API, exposi…
— ○ ⏳ — — — — — —
41907
XuHuiWen12138
openclaw-mcp Claim
Bridges AI assistants with OpenClaw Gateway, enabling them to chat with OpenCla…
— ○ ⏳ — N/A N/A — — —
41908
lleontor705
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
— ○ ⏳ — N/A N/A — — —
41909
DasClown
MCP server that gives AI agents real-time German electricity price forecasts.
— ○ ⏳ — N/A N/A — — —
41910
ByronAP
Enables AI agents to learn from their work by recording tasks, extracting patte…
— ○ ⏳ — N/A N/A — — —
41911
niharxavier
A remote MCP server that lets your Poke agent create and edit Google Docs.
— ○ ⏳ — — — — — —
41912
Pupatko
soonar-mcp Claim
Enables searching, viewing, and managing Slovak business leads (companies) via …
— ○ ⏳ — — — — — —
41913
helmforgedev
Production-ready FastMCP server image that dynamically loads tools, resources, …
— ○ ⏳ — N/A N/A — — —
41914
gaddobenedetti
MCP Email Claim
Enables AI agents to send and receive emails via POP3 and SMTP, with tools for …
— ○ ⏳ — N/A N/A — — —
41915
vs3kulic
eff-mcp Claim
EFF MCP server enables ethical analysis and refinement of user stories using th…
— ○ ⏳ — — — — — —
41916
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
— ○ ⏳ — — — — 81 —
41917
rivka-git
Enables fetching weather forecasts for Israeli cities via browser automation wi…
— ○ ⏳ — N/A N/A — — —
41918
xtdexw
Logo MCP Claim
An intelligent website logo extraction system built on the Model Context Protoc…
— ○ ⏳ — — — — 81 —
41919
niusulong
Enables AI assistants to interact with physical serial port devices across plat…
— ○ ⏳ — N/A N/A — 95 —
41920
fnarel
MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…
— ○ ⏳ — — — — — —
41921
lightblink
An MCP server that enables AI-assisted Cocos Creator asset production, generati…
— ○ ⏳ — N/A N/A — — —
41922
bushans
okfgen-mcp Claim
An MCP server that enables AI agents to generate, search, and reason over knowl…
— ○ ⏳ — N/A N/A — — —
41923
tjwodud04
mcp-tour Claim
Integrates the Korea Tourism Organization's API to provide tourist spot recomme…
— ○ ⏳ — — — — — —
41924
EgmerMarketing
Starbase MCP Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
— ○ ⏳ — N/A N/A — — —
41925
Mr-Money01
MCP server for the Monei API that gives AI agents access to wallets, transfers,…
— ○ ⏳ — N/A N/A — — —
41926
archergate-mcp
Archergate Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
— ○ ⏳ — N/A N/A — 95 —
41927
therealtimex
Enables running arbitrary CLI tools as MCP server tools, configured via environ…
— ○ ⏳ — N/A N/A — — —
41928
rsi-ai-platform
A meta-MCP server that aggregates authoritative web search and browser research…
— ○ ⏳ — — — — — —
41929
SuyashEkhande
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
— ○ ⏳ — — — — — —
41930
gemini-cli-extensions
Enables management of Google Workspace apps (Docs, Sheets, Gmail, Calendar, Dri…
— ○ ⏳ — — — — — —
41931
CSOAI-ORG
accounting-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
41932
cho-0820
Enables Claude to read posts, create new posts, and add comments on Padlet boar…
— ○ ⏳ — — — — — —
41933
mcpflow
ntropy-mcp Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
— ○ ⏳ — — — — — —
41934
a2al
A2AL Daemon Claim
Makes any AI agent globally reachable and discoverable—no cloud, domain, or por…
— ○ ⏳ — N/A N/A — — —
41935
aakarshitsharma06
Supercharges AI-assisted debugging of Playwright tests by parsing trace files t…
— ○ ⏳ — N/A N/A — — —
41936
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — N/A N/A — — —
41937
Mattheinrichs
An MCP server for searching Target products and generating Shopping Cart Share …
— ○ ⏳ — — — — — —
41938
anthonypuggs
MCP server for retrieval of Australian economic and financial data - supports A…
— ○ ⏳ — — — — — —
41939
troopdegen
MCP server enabling rapid Web3 development on Base with Farcaster integration.
— ○ ⏳ — N/A N/A — — —
41940
2yousefreda
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
— ○ ⏳ — — — — — —
41941
luowei-tech
asd Claim
— ○ ⏳ — N/A N/A — 95 —
41942
Ansh-Wappnet
Enables programmatic interaction with Gmail using OAuth 2.0 authentication, all…
— ○ ⏳ — — — — — —
41943
grant449
Tesla Model 3 and Model Y collision parts by OE number. CAD prices, ships Canad…
— ○ ⏳ — — — — — —
41944
multivon-ai
multivon-mcp Claim
MCP server that gives AI coding agents direct access to evaluation tools.
— ○ ⏳ — — — — — —
41945
ttrine
A semantic search system for Claude Code transcript history, exposed as an MCP …
— ○ ⏳ — N/A N/A — — —
41946
YanAmorelli
A vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "rep…
— ○ ⏳ — N/A N/A — — —
41947
marcojourney
Enables secure interaction between LLMs and MCP tools by applying zero-trust se…
— ○ ⏳ — — — — — —
41948
dtz-labs
zesarux-mcp Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
— ○ ⏳ — N/A N/A — — —
41949
november11th
Provide real-time subway congestion information for Seoul with station and line…
— ○ ⏳ — N/A N/A — 95 —
41950
zengzeruidd-a11y
A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service AP…
— ○ ⏳ — — — — — —
Showing 41901–41950 of 69343 servers
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